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This article is cited in 1 scientific paper (total in 1 paper)
On reductibility of degenerate optimization problems to regular operator equations
E. Bednarczukabc, A. Tretyakovabc a System Research Institute, ul. Newelska 6, Warszawa, Poland
b Dorodnicyn Computing Centre, FRC CSC RAS, Moscow, Russia
c Siedlce University of Natural Sciences, Siedlce, Poland
Abstract:
We present an application of the $p$-regularity theory to the analysis of non-regular (irregular, degenerate) nonlinear optimization problems. The $p$-regularity theory, also known as the $p$-factor analysis of nonlinear mappings, was developed during last thirty years. The $p$-factor analysis is based on the construction of the $p$-factor operator which allows us to analyze optimization problems in the degenerate case. We investigate reducibility of a non-regular optimization problem to a regular system of equations which do not depend on the objective function. As an illustration we consider applications of our results to non-regular complementarity problems of mathematical programming and to linear programming problems.
Key words:
degenerate problems, $p$-regularity, nonlinear optimization methods.
Received: 27.11.2015 Revised: 10.05.2016
Citation:
E. Bednarczuk, A. Tretyakov, “On reductibility of degenerate optimization problems to regular operator equations”, Zh. Vychisl. Mat. Mat. Fiz., 56:12 (2016), 2031; Comput. Math. Math. Phys., 56:12 (2016), 1992–2000
Linking options:
https://www.mathnet.ru/eng/zvmmf10491 https://www.mathnet.ru/eng/zvmmf/v56/i12/p2031
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